Soe , Z.M. 2026. Utilizing Machine Learning for Behavioral Analysis in Educational Environments: A Study on Student Engagement and Classroom. International Journal of Emerging Issues in Social Science, Arts and Humanities ( IJEISSAH). 4, 2 (Apr. 2026), 64-72. DOI:https://doi.org/10.60072/ijeissah.2026.v4i02.007.